Dregs protects your SaaS application from the dregs of internet society: the scammers, spammers, freeloaders, and bots. The Dregs platform uses an AI-assisted analysis pipeline to observe your application's event data and continuously score users in real-time according to their Humanity, Authenticity, Uniqueness, and Behavior. Integrating your application with Dregs gives you the upper hand against free trial abuse, duplicate accounts, unwanted bots, fake profiles, referral fraud, and other types of SaaS fraud and abuse. You can integrate Dregs with your application via webhooks, the REST API, or both. In your Dregs dashboard, you can create custom alert and badge rules. You'll probably want Dregs to highlight the behavior patterns that are the biggest threats to your business. For example, your team can be notified when new users appear who are scored as low Humanity (likely bots), or when Dregs suspects fake profile data due to low Authenticity. You can even train Dregs on specific patterns of behavior that are unique to your application, fine-tuning the Behavior score. Anytime Dregs analyzes an identity and you disagree with the scoring or reasons, you can provide feedback to guide AI-assisted training so Dregs gets better at your specific use cases. Dregs is smart to begin with, but gains an even better understanding of your application and user behavior with time and training. With a straightforward Dregs integration, fully autonomous fraud and abuse prevention is within reach – potentially saving your team hours of frustration by automatically identifying, isolating, and blocking the worst elements of internet society.